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Comparison

Claude Sonnet vs Opus

When to spend up within the Claude family.

1 min readupdated 2026-07-04

/ quick answer

Sonnet is Anthropic's workhorse; Opus is the flagship. Cost delta is ~5x — worth it only on the hardest reasoning tasks. When to spend up within the Claude family.

When to spend up within the Claude family. Sonnet is Anthropic's workhorse; Opus is the flagship. Cost delta is ~5x — worth it only on the hardest reasoning tasks. Recommendation: Start on Sonnet. Escalate to Opus only where evals prove a lift that justifies the cost.
Overview
Sonnet is Anthropic's workhorse; Opus is the flagship. Cost delta is ~5x — worth it only on the hardest reasoning tasks.
Differences
DimensionOption AOption B
Cost per Mtok~$3 in / $15 out (Sonnet)~$15 in / $75 out (Opus)
SpeedFast (Sonnet)Slower (Opus)
Best for90% of workloads (Sonnet)Complex reasoning, agents (Opus)
Use Cases
  • →Chat, RAG, extraction → Sonnet
  • →Multi-hop reasoning, autonomous agents → Opus
Recommendation
Start on Sonnet. Escalate to Opus only where evals prove a lift that justifies the cost.

/ frequently asked

What is the difference in Claude Sonnet vs Opus?

Sonnet is Anthropic's workhorse; Opus is the flagship. Cost delta is ~5x — worth it only on the hardest reasoning tasks.

What are the main points of comparison?

Cost per Mtok: ~$3 in / $15 out (Sonnet) vs ~$15 in / $75 out (Opus) · Speed: Fast (Sonnet) vs Slower (Opus) · Best for: 90% of workloads (Sonnet) vs Complex reasoning, agents (Opus)

Which one should I choose?

Start on Sonnet. Escalate to Opus only where evals prove a lift that justifies the cost.

/ topics#ai#models

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Related concepts

The vocabulary this page depends on.

  • →Fine-Tuning

    Continuing to train a base model on your own examples to specialize its behavior.

  • →Context Window

    The maximum amount of text (in tokens) an LLM can consider in a single call.

  • →Multimodal AI

    Models that natively process more than one input type — text, images, audio, or video.

  • →Claude Code

    Anthropic's terminal-native coding agent that edits real codebases.

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Related workflows

Turn this into a repeatable process.

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Related tool stacks

The tools that run it in production.

  • →Claude Code Development Stack

    This stack details the components necessary to leverage Anthropic's Claude Code capabilities for software development, focusing on integration into common programming workflows. It combines the LLM API with development tools.

  • →AI Research & Knowledge Stack

    Default toolset for analysts, founders and creators doing deep research with AI.

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Comparisons & alternatives

Pick between the options.

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